Pith. sign in
Pith Number

pith:PESCHQNJ

pith:2025:PESCHQNJWALRVS7UZWLWAYLGLR
not attested not anchored not stored refs pending

MAAD: Automate Software Architecture Design through Knowledge-Driven Multi-Agent Collaboration

Jifeng Xuan, Peng Liang, Ruiyin Li, Weisong Sun, Xiyu Zhou, Yang Liu, Yiran Zhang, Zhi Jin

arxiv:2507.21382 v1 · 2025-07-28 · cs.SE · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{PESCHQNJWALRVS7UZWLWAYLGLR}

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Record completeness

1 Bitcoin timestamp
2 Internet Archive
3 Author claim open · sign in to claim
4 Citations open
5 Replications open
Portable graph bundle live · download bundle · merged state
The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.
Receipt and verification
First computed 2026-07-05T11:44:58.731475Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

792423c1a9b0171acbf4cd976061665c783eff23990853d69a7dbff09a76ab66

Aliases

arxiv: 2507.21382 · arxiv_version: 2507.21382v1 · doi: 10.48550/arxiv.2507.21382 · pith_short_12: PESCHQNJWALR · pith_short_16: PESCHQNJWALRVS7U · pith_short_8: PESCHQNJ
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/PESCHQNJWALRVS7UZWLWAYLGLR \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 792423c1a9b0171acbf4cd976061665c783eff23990853d69a7dbff09a76ab66
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "ba202ff147a4b3e75f0d0a1cc86f4c8594306419e777467ab917dbf03ca6d561",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2025-07-28T23:18:25Z",
    "title_canon_sha256": "68caa6aca4e1ee701c99a419021195d528a093312ad3cbc3d63ee2f696c2cc7c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.21382",
    "kind": "arxiv",
    "version": 1
  }
}